| Semester week (year week) |
Date |
Lecture BoZo B17 School of Botany and Zoology (building number 44) |
Tutorials / Labs Computer Science and Information Technology Building |
Assignments/ Tutorial Answers |
|
| 1 (8) | 24 Feb | Introduction to DW & DM(Weifa) | |||
| 1 (8) | 25 Feb | Data warehouses and data mining relationships DW and DM applications (Weifa) |
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| 2 (9) | 3 Mar | Overview of data preprocessing Descriptive data summarization (Weifa) |
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| 2 (9) | 4 Mar | Data Cleaning/Data Integration Data Transformation (Weifa) |
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| 3 (10) | 10 Mar | Data reduction (Weifa) | Tab/Tutorial 1 | ||
| 3 (10) | 11 Mar | Data Linkage and Geocode matching (Peter) | Tab/Tutorial 1 | ||
| 4 (11) | 17 Mar | Data discretization Concept hierarchy generation and summary (Weifa) |
Assignment 1 out Tut.1's Answer out |
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| 4 (11) | 18 Mar | Data Warehousing A multi-dimensional data model (Weifa) |
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| 5 (12) | 24 Mar | no lecture | Tab/Tutorial 2 | ||
| 5 (12) | 25 Mar | Data warehouse architecture Data warehouse implementation (Weifa) |
Tab/Tutorial 2 | ||
| 6 (13) | 31 Mar | Datacube computation(I) (Weifa) | Assignment 2 out | ||
| 6 (13) | 1 Apr | Datacube computation(II) (Weifa) | Tut. 2's Answer out | ||
| 7 (14) | 7 Apr | No Lecture | Tab/Tutorial 3 | ||
| 7 (14) | 8 Apr | No Lecture | Tab/Tutorial 3 | Assignment 1 due Thursday 5:00pm April 9 |
|
| Mid Semester Break (Friday 10 April - Sunday 26 April) | |||||
| 8 (17) | 28 Apr | Introduction to association mining (Denny) | Tut. 3's Answer out | ||
| 8 (17) | 29 Apr | Advanced association mining / Introduction to cluster analysis (Denny) |
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| 9 (18) | 5 May | Advanced cluster analysis (Denny) | Tab/Tutorial 4 | ||
| 9 (18) | 6 May | Introduction to classification and prediction and
decision tree induction / Bayesian classification and evaluating classifier performance (Denny) |
Tab/Tutorial 4 | ||
| 10 (19) | 12 May | Rule-based classification and artificial neural networks (Denny) | Tut. 4's Answer out | ||
| 10 (19) | 13 May | Support vector machines, other classification methods, and prediction (Denny) | |||
| 11 (20) | 19 May | Mining data streams and time series (Denny) | Tab/Tutorial 5 | ||
| 11 (20) | 20 May | Web data mining / Text data mining (Denny) |
Tab/Tutorial 5 | ||
| 12 (21) | 26 May | Privacy-preserving data mining and data sharing (Peter) | Tut. 5's Answer out | ||
| 12 (21) | 27 May | No lecture | Assignment 2 due (Friday 29 May, 12:00 Noon) |
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| 13 (22) | 2 Jun | Course review and exam preparation (Weifa and Peter) | Tab/Tutorial 6 | ||
| 13 (22) | 3 Jun | No lecture | Tab/Tutorial 6 | Tut. 6's Answer out | |